diff --git a/libs/mcp-server/scripts/run_mcp_server.sh b/libs/mcp-server/scripts/run_mcp_server.sh
index d462cae7..8172b2e5 100755
--- a/libs/mcp-server/scripts/run_mcp_server.sh
+++ b/libs/mcp-server/scripts/run_mcp_server.sh
@@ -2,72 +2,43 @@
 
 set -e
 
-# Redirect all setup and installation output to stderr
-{
-    # Function to check if a command exists
-    command_exists() {
-        command -v "$1" >/dev/null 2>&1
-    }
+# Function to check if a command exists (silent)
+command_exists() {
+    command -v "$1" >/dev/null 2>&1
+}
 
-    # Function to check if a Python package is installed
-    package_installed() {
-        python3 -c "import importlib.util; print(importlib.util.find_spec('$1') is not None)" | grep -q "True"
-    }
+# Function to check if a Python package is installed (silent)
+package_installed() {
+    python3 -c "import importlib.util; print(importlib.util.find_spec('$1') is not None)" 2>/dev/null | grep -q "True" 2>/dev/null
+}
 
-    echo "🚀 CUA MCP Server Setup Script"
-    echo "============================="
+# Check if Python is installed
+if ! command_exists python3; then
+    exit 1
+fi
 
-    # Check if Python is installed
-    if ! command_exists python3; then
-        echo "❌ Python 3 is not installed. Please install Python 3 and try again."
-        exit 1
+# Check if pip is installed
+if ! command_exists pip3; then
+    exit 1
+fi
+
+# Get the directory of this script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+PROJECT_ROOT="$(dirname "$(dirname "$SCRIPT_DIR")")"
+
+# Add the necessary paths to PYTHONPATH
+export PYTHONPATH="$PROJECT_ROOT:$PYTHONPATH"
+
+# Change to project directory
+cd "$PROJECT_ROOT" 2>/dev/null
+
+# Check if mcp_server package is installed
+if ! package_installed mcp_server; then
+    # Check if setup.py or pyproject.toml exists
+    if [ -f "setup.py" ] || [ -f "pyproject.toml" ]; then
+        pip3 install --quiet --user -e . >/dev/null 2>&1
     fi
+fi
 
-    echo "✅ Python 3 is installed"
-
-    # Check if pip is installed
-    if ! command_exists pip3; then
-        echo "❌ pip3 is not installed. Please install pip and try again."
-        exit 1
-    fi
-
-    echo "✅ pip3 is installed"
-
-    # Get the directory of this script
-    SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
-    PROJECT_ROOT="$(dirname "$(dirname "$SCRIPT_DIR")")"
-    
-    # Add the necessary paths to PYTHONPATH
-    export PYTHONPATH="$PROJECT_ROOT:$PYTHONPATH"
-    
-    # Check if we're in a Python project directory
-    cd "$PROJECT_ROOT"
-    
-    # Check if mcp_server package is installed
-    if ! package_installed mcp_server; then
-        echo "🔄 mcp_server package is not installed. Installing now..."
-        
-        # Check if setup.py or pyproject.toml exists
-        if [ -f "setup.py" ] || [ -f "pyproject.toml" ]; then
-            pip3 install --user -e .
-            
-            if [ $? -ne 0 ]; then
-                echo "❌ Failed to install mcp_server. Please check the error messages above."
-                exit 1
-            fi
-            
-            echo "✅ mcp_server installed successfully"
-        else
-            echo "❌ Cannot install mcp_server: neither setup.py nor pyproject.toml found in $PROJECT_ROOT"
-            # Continue anyway, maybe the module is already in PYTHONPATH
-        fi
-    else
-        echo "✅ mcp_server is already installed"
-    fi
-
-    echo "🚀 Starting MCP server..."
-} >&2  # Redirect all of the above to stderr
-
-# Only the actual server should communicate on stdout for proper MCP protocol
-# Run the server module directly
+# Run the server module directly - this is the only thing that should produce output
 exec python3 -m mcp_server.server 
\ No newline at end of file